The graph represents a network of 858 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 14 December 2022 at 17:52 UTC.
The requested start date was Wednesday, 14 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 75-day, 6-hour, 48-minute period from Thursday, 29 September 2022 at 17:44 UTC to Wednesday, 14 December 2022 at 00:32 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 858
Unique Edges : 1250
Edges With Duplicates : 14609
Total Edges : 15859
Number of Edge Types : 5
Mentions : 4147
MentionsInRetweet : 4753
Tweet : 1232
Retweet : 3071
Replies to : 2656
Self-Loops : 1291
Reciprocated Vertex Pair Ratio : 0.155056179775281
Reciprocated Edge Ratio : 0.268482490272374
Connected Components : 89
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 703
Maximum Edges in a Connected Component : 15634
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.74209
Graph Density : 0.00349514351848074
Modularity : 0.104082
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 858 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 14 December 2022 at 17:52 UTC.
The requested start date was Wednesday, 14 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 75-day, 6-hour, 48-minute period from Thursday, 29 September 2022 at 17:44 UTC to Wednesday, 14 December 2022 at 00:32 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #TwitterSmarter
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[771] #twittersmarter,chat [426] social,media [245] madalynsklar,a1 [218] albermoire,darcydeleon [200] madalynsklar,a4 [200] madalynsklar,#twittersmarter [197] madalynsklar,a3 [185] madalynsklar,a2 [174] madalynsklar,a5 [173] fuhsionmktg,s_narmadhaa Top Word Pairs in Tweet in G1:
[398] #twittersmarter,chat [182] social,media [62] madalynsklar,a1 [58] madalynsklar,a4 [56] madalynsklar,a5 [56] madalynsklar,a2 [53] smp_community,madalynsklar [52] madalynsklar,a3 [51] madalynsklar,a8 [50] today's,#twittersmarter Top Word Pairs in Tweet in G2:
[347] #twittersmarter,chat [223] social,media [187] albermoire,darcydeleon [177] madalynsklar,a1 [148] fuhsionmktg,s_narmadhaa [141] madalynsklar,#twittersmarter [140] madalynsklar,a3 [136] sabrinacadini,albermoire [134] madalynsklar,a4 [123] madalynsklar,a2 Top Word Pairs in Tweet in G3:
[82] feature,alert [47] twitterspaces,feature [44] joselinmane,twitter [38] twitter,feature [28] joselinmane,twitterspaces [28] #twittertips,#twittersmarter [21] twitter,ios [21] thoughts,#twittertips [20] feature,alertðÿš [17] latest,version Top Word Pairs in Tweet in G4:
[74] #twittersmarter,featuring [52] madalynsklar,tealfeed [39] #marketing,#twittersmarter [30] #mondayblogs,#twittersmarter [10] social,media [10] featuring,givewp [9] givewp,madalynsklar [7] growthsuite,madalynsklar [7] featuring,growthsuite [6] engage,engage Top Word Pairs in Tweet in G5:
[14] gt,gt [8] #newpost,#diklat [8] #google,#twittersmarter [8] #blogger,#google [8] gt,#newpost [8] #twittersmarter,#training [8] #bimtek,#blogger [8] #diklat,#bimtek [5] #twittersmarter,#leadloudly [5] #keuangan,#instansi Top Word Pairs in Tweet in G6:
[47] twitter,profile [47] saturday,share [45] dharilo,georgesilverman [44] along,dharilo [40] share,twitter [40] madalynsklar,saturday [40] tips,along [40] profile,tips [37] georgesilverman,thestoicpadawan [9] thestoicpadawan,tâ Top Word Pairs in Tweet in G7:
[14] #twittersmarter,chat [13] human,twitter [11] joanarssousa,madalynsklar [7] being,human [6] social,media [6] human,side [5] madalynsklar,a4 [5] chat,spaces [5] looking,forward [5] kamichat,madalynsklar Top Word Pairs in Tweet in G8:
[6] ðÿÿ,ðÿÿ [4] #seochat,nodexl [3] nodexl,mordyoberstein [2] sweepsify_,nicolecponce [2] mordyoberstein,sweepsify_ [2] 1k,next [2] level,twitter [2] twitter,ðÿÿ [2] darth_na,nicolecponce [2] #twittersmarter,#writingcommunity Top Word Pairs in Tweet in G9:
[9] canva,teameasil [9] camtasia,wave_video [7] latelyai,camtasia [7] wave_video,use [7] repurposing,latelyai [7] teameasil,adob [7] a8,great [7] use,canva [7] tools,repurposing [7] fuhsionmktg,a8 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: